{"id":"W4415726227","doi":"10.1002/9781118410868.wbehibs252.pub2","title":"Disease Diffusion","year":2025,"lang":"en","type":"other","venue":"The Wiley Blackwell Encyclopedia of Health, Illness, Behavior, and Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Diffusion; Disease; Space (punctuation); Infectious disease (medical specialty); Variable (mathematics); Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00338949,0.0008267117,0.0006397539,0.004001682,0.001140974,0.005732641,0.001387967,0.002137579,0.09378038],"category_scores_gemma":[0.01787516,0.0002499126,0.000944229,0.004559733,0.001465286,0.003979205,0.003112548,0.001741831,0.01580917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003915356,"about_ca_system_score_gemma":0.004564302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00959004,"about_ca_topic_score_gemma":0.005892747,"domain_scores_codex":[0.9964054,0.001197971,0.0003437158,0.0005597211,0.00118991,0.0003032415],"domain_scores_gemma":[0.9936173,0.002475207,0.0007894636,0.0006042848,0.001822926,0.0006907832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001119731,0.00009130152,0.008753323,0.002144862,0.0001239205,0.0004597503,0.001764402,0.002842312,0.0004343358,0.4986041,0.2315639,0.2531058],"study_design_scores_gemma":[0.00002733287,0.00005205619,0.004193373,0.001446999,0.00005756509,0.0008083994,0.0008691663,0.00276993,0.0003662081,0.0970888,0.8922764,0.00004381222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01554213,0.03031913,0.0394853,0.04413485,0.004567716,0.0007311967,0.01801671,0.001402519,0.8458005],"genre_scores_gemma":[0.4313287,0.05533672,0.02600236,0.007869995,0.003525419,0.001141457,0.01397562,0.0006590365,0.4601607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09378038,"threshold_uncertainty_score":0.3137266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009123846504428084,"score_gpt":0.2648129615869993,"score_spread":0.2556891150825712,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}